Journal paper
49. Roh, S., Jang, S., Song, H.-J. Lim, K. S., Choi, W.-J., & Ryu, J. (2026) A neural network emulator for melting process of hydrometeors in cloud microphysics scheme. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (submitted)
48. Moon, Y. M., Kang, E.-J. , Song, H.-J., Choi, M., Kim, M., Jang, S., Choi, W.-J. & Ryu, J. (2026) Long-term Arctic cloud water responses to warming and moistening in the MERRA-2, ERA5, and JRA-3Q reanalyses. Advances in Climate Change Research (submitted)
47. Jang, S. Ryu, J., Song, H.-J., Lim, K. S. Park. S.-Y., & Choi, W.-J. (2026) Evaluation of cloud microphysics schemes using a satellite radar simulator over the Oklahoma and Korea regions. GIScience & Remote Sensing (submitted)
47. Roh, S. & Song, H.-J. (2026) Recent Advances in AI-based Radiation Emulators for Numerical Weather and Climate Prediction Models. Journal of Korean Institute of Information Technology (in Korean with English abstract)
46. Ko, J.-S., Kim, S. H., Jo, J., Jang, S., Song, H.-J., & Lim, K. S (2026). Neural Network Emulator for the Bulk-type Cloud Microphysics Scheme: Application of the Melting Processes. Environmental Modelling & Software (submitted)
45. Choi, W.-J., Song, H.-J., Gim, H.-J., Kim, M. & Park, H.-S (2026) K-means classification on the long-term global vegetation index variation. Frontiers in Forests and Global Change, 8, 1696015, https://doi.org/10.3389/ffgc.2025.1696015
44. Kang, E.-J., Sohn, B. J., Kim, W., Kwon, I.-H., Lee. S., Song, H.-J., & Noh, Y.-C., (2026) Impact of satellite-based ice skin temperature initialization on Arctic winter forecasts using the Korean Integrated Model. Geoscience Letters, 13, 1, https://doi.org/10.1186/s40562-025-00450-1
43. Koo, J.-H., Lee, S.-J., Lee, T., Lee. D., Yeo, M. J., Song, H.-J., Jeong, S. & Hong, J. (2025) Analysis of methane (CH4) distribution in Northeast Asia based on satellite measurement data. Journal of Korean Society for Atmospheric Environment, 41, 5, https://doi.org/10.5572/KOSAE.2025.41.5.826 (in Korean with English abstract)
42. Choi, J., Roh, S., Song, H.-J., Baek, S., Choi, M. & Choi, W.-J. (2025) An evaluation of radiation parameterizations in a meso-scale weather prediction model using satellite flux observations. Remote Sensing, 17, 3312. https://doi.org/10.3390/rs17193312
41. Ryu, J., Choi, M., Song, H.-J. & Choi, W.-J. (2025) Contrasting features of cloud and radiative heating from multi-satellite observations over Oklahoma and Korea. International Journal of Applied Earth Observation and Geoinformation, 143, 104832. https://doi.org/10.1016/j.jag.2025.104832
40. Lee, D., Kim. J.-S., Walker, K., Sheese, P., Park, S. S., Choi. T., Park. M., Song, H.-J., & Joo, J.-H. (2025) The influence of Australian bushfire to the upper tropospheric CO and hydrocarbon distribution in the South Pacific. Remote Sensing, 17, 2092. https://doi.org/10.3390/rs17122092
39. Kang, E.-J., Sohn, B. J., Song, H.-J., & Liu, C. (2025). Satellite-estimated microwave emissivity and emission temperature over the Arctic sea ice: ANN-based algorithm. Journal of Geophysical Research: Atmospheres, 130, e2024JD042265. https://doi.org/10.1029/2024JD042265
38. Ju, S.-D., Choi, W.-J., & Song, H.-J. (2024) Critical role of area-weighting on estimated long-term global warming and heat wave trends. AppliedMath, 4, 1618-1628. https://doi.org/10.3390/appliedmath4040086
37. Roh, S, Kim, P. S. & Song, H.-J. (2024). Streamlining hyperparameter optimization for radiation emulator training with automated Sherpa. Geoscience Letters, 11, 19. https://doi.org/10.1186/s40562-024-00336-8
36. Song, H.-J., & Roh, S. (2023). Impact of horizontal resolution on the robustness of radiation emulators in a numerical weather prediction model. Remote Sensing, 15, 2637. https://doi.org/10.3390/rs15102637
35. Song, H.-J. (2023). Long-term variations of cloud top patterns associated with heavy rainfall over the Korean peninsula. Journal of Hydrology: Regional Studies, 46, 101337. https://doi.org/10.1016/j.ejrh.2023.101337
34. Song, H.-J., Roh, S., Lee, J., Nam, G., Yun, E., Yoon, J., & Kim, P. S. (2022). Benefits of stochastic weight averaging in developing neural network radiation scheme for numerical weather prediction. Journal of Advances in Modeling Earth Systems, 14, e2021MS002921. https://doi.org/10.1029/2021MS002921
33. Song, H.-J., & Lim, K. S. (2022). Evaluation of bulk microphysics parameterizations for simulating the vertical structure of heavy rainfall between Korea and the United States. Weather and Climate Extremes, 37, 100490. https://doi.org/10.1016/j.wace.2022.100490
KNU-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
32. Song, H.-J., & Kim, P. S. (2022). Effects of cloud microphysics on the universal performance of neural network radiation scheme. Geophysical Research Letters, 49, e2022GL098601. https://doi.org/10.1029/2022GL098601
31. Kim, P. S., & Song, H.-J. (2022). Usefulness of automatic hyperparameter optimization in developing radiation emulator in a numerical weather prediction model. Atmosphere, 13, 721. https://doi.org/10.3390/atmos13050721
30. Song, H.-J., Roh, S., & Park, H. (2021). Compound parameterization to improve the accuracy of radiation emulator in a numerical weather prediction model. Geophysical Research Letters, 48, e2021GL095043. https://doi.org/10.1029/2021GL095043
29. Song, H.-J., & Roh, S. (2021). Improved weather forecasting using neural network emulation for radiation parameterization. Journal of Advances in Modeling Earth Systems, 13, 2021MS002609. https://doi.org/10.1029/2021MS002609
28. Ningombam, S. S., Song, H.-J., Mugil, S. K., Dumka, U. C., Jarson, E. J. L., Kumar, B., Prabhu, T. P., & Sagar, R. (2021), Evaluation of fractional clear sky over potential astronomical sites. Monthly Notices of the Royal Astronomical Society, 507, 3745-3760. https://doi.org/10.1093/mnras/stab1971
27. Ryu, J.-H., Song, H.-J., Sohn, B. J., & Liu, C. (2021). Global distribution of three types of drop size distribution representing heavy rainfall from GPM/DPR measurements. Geophysical Research Letters, 48, e2020GL090871. https://doi.org/10.1029/2020GL090871
26. Lee, H.-R, Song, H.-J., & Sohn, B. J. (2021), Possible mechanisms of long-term trend of June rainfall over the Korean peninsula. Asia-Pacific Journal of Atmospheric Sciences, 57, 51-62. https://doi.org/10.1007/s13143-019-00170-5
25. Roh, S., & Song, H.-J. (2020). Evaluation of neural network emulations for radiation parameterization in cloud resolving model. Geophysical Research Letters, 47, e2020GL089444. https://doi.org/10.1029/2020GL089444
24. Song, H.-J., Kim, S., Roh, S., & Lee, H. (2020). Difference between cloud top height and storm height for heavy rainfall using TRMM measurements. Journal of the Meteorological Society of Japan, 98, 901-904. https://doi.org/10.2151/jmsj.2020-044
23. Dumka, U. C., Nimgombam, S. S., Kaskaoutis, D. G., Madhavan, B. L., Song, H.-J., Angchuk, D., & Jorphail, S. (2020). Long-term (2008-2018) aerosol properties and radiative effect at high-altitude sites over western trans-Himalayas. Science of the Total Environment, 734, 139354. https://doi.org/10.1016/j.scitotenv.2020.139354
22. Song, H.-J., Kim, S., Lee, H., & Kim, K.-H. (2020). Climatology of tropospheric relative humidity over the Korean peninsula from radiosonde and ECMWF reanalysis. Atmosphere, 11, 704. https://doi.org/10.3390/atmos11070704
21. Sohn, B. J., Ryu, G.-H., & Song, H.-J. (2020). Observational characteristics of warm-type heavy rainfall, In: Levizzani V., Kidd C., Kirschbaum D., Kummerow C., Nakamura K., Turk F. (eds) Satellite Precipitation Measurement. Advances in Global Change Research, vol 69. Springer, Cham, https://doi.org/10.1007/978-3-030-35798-6_15
20. Song, H.-J., & Sohn, B. J. (2020). Polarizing rain types linked to June drought in the Korean peninsula over last 20 years. International Journal of Climatology, 40, 2173-2182. https://doi.org/10.1002/joc.6325
19. Ningombam, S. S., Dumka, U. C., Srivastava, A. K., & Song, H.-J. (2020). Optical and physical properties of aerosols during active fire events occurring in the Indo-Gangetic Plains: Implications for aerosol radiative forcing. Atmospheric Environment, 223, 117225. https://doi.org/10.1016/j.atmosenv.2019.117225
18. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2020). Effect of lower stratospheric temperature on total ozone column (TOC) during the ozone depletion and recovery phases. Atmospheric Research, 232, 104686. https://doi.org/10.1016/j.atmosres.2019.104686
17. Kim, S., Song, H.-J., & Lee, H. (2019). Mesoscale features and forecasting guidance of heavy rain types over the Korean peninsula. Atmosphere-Korea, 29, 463-480. https://doi.org/10.14191/Atmos.2019.29.4.463 (in Korean with English abstract)
16. Song, H.-J., Lim, B., & Joo, S. (2019). Evaluation of rainfall forecast with heavy rain types in the high-resolution Unified Model over South Korea. Weather and Forecasting, 34, 1277-1293. https://doi.org/10.1175/WAF-D-18-0140.1
15. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2018). The recent sings of total column ozone recovery over mid-latitudes: The effects of the Montreal Protocol mandate. Journal of Atmospheric and Solar-Terrestrial Physics, 178, 32–46. https://doi.org/10.1016/j.jastp.2018.05.011
14. Song, H.-J., & Sohn, B. J. (2018). An evaluation of WRF microphysics schemes for simulating heavy rain structures over the Korea peninsula. Asia-Pacific Journal of Atmospheric Sciences, 54, 225-236. https://doi.org/10.1007/s13143-018-0006-2
13. Yim, B. Y., Yeh, S.-W., Song, H.-J. , Dommenget, D., & Sohn, B. J. (2017). Land-sea thermal contrast determines the trend of Walker circulation simulated in atmospheric general circulation models. Geophysical Research Letters, 44, 5854–5862. https://doi.org/10.1002/2017GL073778
12. Song, H.-J., Sohn, B. J., Hong, S.-Y., & Hashino, T. (2017). Idealized numerical experiments on the microphysical evolution of warm-type heavy rainfall. Journal of Geophysical Research: Atmospheres, 122, 1685–1699. https://doi.org/10.1002/2016JD025637
11. Shi, H., Lee, S.-S., Chun, H.-W., Song, H.-J., Noh, Y.-C., & Sohn, B. J. (2016). Optical properties of aerosols related to haze events over Seoul inferred from skyradiometer and satellite-borne measurements. Atmosphere-Korea, 26, 289–299. https://doi.org/10.14191/Atmos.2016.26.2.289 (in Korean with English abstract)
10. Sohn, B. J., Lee, S., Chung, E.-S., & Song, H.-J. (2016). The role of the dry static stability for the recent change in the Pacific Walker circulation. Journal of Climate, 29, 2795–2779. https://doi.org/10.1175/JCLI-D-15-0374.1
09. Ningombam, S. S., Jade, S., Shrungeshwara, T. S., & Song, H.-J. (2016). Validation of water vapor retrieval from Moderate Resolution Imaging Spectro-radiometer (MODIS) in near infrared channels using GPS data over IAO-Hanle, in the trans-Himalayan region. Journal of Atmospheric and Solar-Terrestrial Physics, 137, 76–85. https://doi.org/10.1016/j.jastp.2015.11.019
08. Ningombam, S. S., Bagare, S. P., Khatri, P., Sohn, B. J., & Song, H.-J. (2015). Estimation of aerosol radiative forcing over an aged-background aerosol feature during advection and non-advection events using a ground-based data obtained from a Prede Skyradiometer observation. Atmospheric Research, 164–165, 76–83. https://doi.org/10.1016/j.atmosres.2015.05.001
07. Song, H.-J., & Sohn, B. J. (2015). Two heavy rainfall types over the Korean peninsula in the humid East Asian summer environment: A satellite observation study. Monthly Weather Review, 143, 363–382. https://doi.org/10.1175/MWR-D-14-00184.1
06. Ningombam, S. S., Bagare, S. P., Srivastava, A. K., Sohn, B. J., Song, H.-J., & Larson, E. (2014). Aerosol radiative forcing over a high-altitude station Merak, in the trans-Himalayan region during advection of anthropogenic events from the Indo-Gangetic Plain. Atmospheric Environment, 98, 253–259. https://doi.org/10.1016/j.atmosenv.2014.08.061
05. Song, H.-J., Sohn, B. J., Chun, H.-W., Chun, Y., & Lee, S.-S. (2014). Improved cloud screening method for the analysis of sky radiometer measurements and application to Asian dust detection. Journal of the Meteorological Society of Japan, 92A, 167–183. https://doi.org/10.2151/jmsj.2014-A11
04. Sohn, B. J., Ryu, G.-H., Song, H.-J., & Ou, M.-L. (2013). Characteristic features of warm-type rain producing heavy rainfall over the Korean peninsula inferred from TRMM measurements. Monthly Weather Review, 141, 3873–3888. https://doi.org/10.1175/MWR-D-13-00075.1
03. Sohn, B. J., Yeh, S.-W., Schmetz, J., & Song, H.-J. (2013). Observational evidences of Walker circulation changes over the last 30 years contrasting with GCM results. Climate Dynamics, 40, 1721–1732. https://doi.org/1007/s00382-012-1484-z
02. Sohn, B. J., Chun, H.-W., Song, H.-J., Noh, Y.-C., Lee, S.-M., Lee, S.-S., & Chun, Y.-S. (2013). Physical explanation of the weakened brightness temperature difference signal over the Yellow Sea during a dust event: case study for March 15-16, 2009. Asia-Pacific Journal of Atmospheric Sciences, 49(1), 41–48. https://doi.org/10.1007/s13143-013-0005-2
01. Jang, H.-S., Song, H.-J., Chun, H.-W., Sohn, B. J., & Takamura, T. (2011). Validation of MODIS-derived aerosol optical thickness using SKYNET measurements over East Asia. Journal of Korean Earth Science Society, 32(1), 21–32. https://doi.org/10.5467/JKESS.2011.32.1.21 (in Korean with English abstract)
Patent
02. 송환진, 노순영 (2022). 복사 물리 모수화 에뮬레이터의 불확실성을 보정하는 복사 물리 모수화 시스템 및 그의 동작 방법. 국립기상과학원, 제10-2388292호
01. 노순영, 송환진 (2021). 초단기 예보 모델의 복사 물리 모수화를 에뮬레이션 하는 시스템 및 방법. 국립기상과학원, 제10-2218179호
Conference presentation & Seminar (since Sep. 2022)
35. 최원준, 신성열, 김수복, 이순재, 김민관, 송환진, 원격탐사 자료를 활용한 노지 스마트팜 작물의 최적 식생지수 도출 연구, 한국농림기상학회, 2025-12-4~5
34. 송환진, 교육 프로그램 측면에서 학∙군∙관∙연 협력 방안, 대구지방기상청, 2025-11-26
33. 최원준, 신성열, 김수복, 이순재, 송환진, 김민관, 생육기 드론 원격탐사 자료의 식생지수별 생육추정 분석, 한국환경학회, 2025-11-13~15
33. 문영민, 장성빈, 송환진, 위성 관측과 재분석을 활용한 북극 구름 수상체 장기 변화 진단, 한국기상학회, 2025-11-04~07
32. 송환진, 경북대학교 천문대기과학전공 소개 및 기상 진로 로드맵, 기상청 2025년 청소년 기상 진로 특강, 2025-08-12
31. 도유정, 임교선, 오동건, 이정은, 이규원, 송환진, Impact of Modified Auto-conversion Parameterization on the Simulated Shallow Cumulus Clouds, 22nd Annual Meeting of the Asia Oceania Geosciences Society (AOGS 2025), 2025-07-27~08.01
30. 주선대, 최민진, 송환진, CRTM-2.3과 RTTOV-14.0의 AMI 전천 밝기온도 모의 비교, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
29. 문영민, 장성빈, 송환진, 위성 관측 및 재분석자료 기반 북극 구름 특성 변화, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
28. 최원준, 문영민, 송환진, 기후변화에 의한 전지구 Chlorophyll-a 변화 경향, 한국지구과학연합회(KGU) 연례학술대회, 2025-07-07~08
27. 송환진, 위성 원격탐사 이론, 2025년 위험기상 여름학교 (위험기상 관측 및 수치모델 개발), 2025-07-01
26. 최원준, 신성열, 김수복, 이인혜, 이정우, 송환진, 김민관, 생육 초기 드론 원격탐사 자료의 식생지수별 생육추정 분석, 한국농림기상학회, 2025-06-24~25
25. 도유정, 임교선, 이준홍, 오동건, 송환진, 이정은, 이규원, 구름미세물리 모수화 방안 내 자동변환 모수화의 변경이 얕은 적운의 모의에 미치는 영향, 한국기상학회, 2025-05-12~13
24. 주선대, 최민진, 송환진, CRTM-2.3과 RTTOV-14.0의 AMI 전천 밝기온도 모의 비교, 한국기상학회, 2025-05-12~13
23. 문영민, 장성빈, 송환진, 위성 관측 및 재분석자료 기반 북극 구름 특성 변화, 한국기상학회, 2025-05-12~13
22. 최지희, 노순영, 송환진, 백성혜, 위성관측자료를 이용한 복사물리모수화 검증, 한국기상학회, 2025-05-12~13
21. 최원준, 문영민, 송환진, 기후변화에 의한 전지구 Chlorophyll-a 변화 경향, 한국기상학회, 2025-05-12~13
20. 송환진, 장성빈, 미국과 한국 지역에 대한 강수⦁구름 연직구조 모의 성능 평가, 한국기상학회, 2025-05-12~13
19. 송환진, 우리나라 강수 구름 특성 및 시사점, 경북대학교 자연과학대학, 2025-05-09
18. 송환진, 한반도 온난형 호우 특성 및 수치예보모델 예측성, 차세대수치예보모델개발사업단, 2025-02-25
17. 최원준, 송환진, 기후변화에 의한 전지구 정규식생지수 변화 유형 구분, 한국농림기상학회, 2024-12-5~6
16. 주선대, 최원준, 송환진, Earth’s curvature effect on long-term global warming and heat wave trends, 한국기상학회, 2024-10-27~30
15. 최원준, 송환진, 기후변화에 의한 전지구 식생지수 다양성 변화 경향, 한국기상학회, 2024-10-27~30
14. 최민진, 송환진, 류지훈, 위성관측기반 한국과 미국 오클라호마 지역의 구름 및 복사 특성 비교 연구, 한국기상학회, 2024-10-27~30
13. 송환진, Characteristic features of warm-type heavy rainfall and their implications, 16th International Conference on Mesoscale Convective Systems (ICMCS-XVI), 2024-10-14~17
12. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 국립환경과학원 대기질통합예보센터, 2024-09-19
11. 박성준, 최학림, 송환진, 문봉곤, 이재진, 김윤재, 김지영, 이병일, 김세환, Preliminary study on CO2 monitoring hyperspectral spectrometer onboard Korean micro satellites in future, 45th Scientific Assembly of the Committee on Space Research (COSPAR 2024), 2024-07.13~21
10. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 환경대학원, 2024-06-11
09. 송환진, 한반도 온난형 호우 특성 및 시사점, 대구지방기상청, 2024-04-25
08. 송환진, 과학기계학습을 이용한 극단 기상변화 예측 및 재난위험 맵핑 기술 - 빅데이터 관점, 한계도전 R&D 프로젝트 기술제안토론회, 2024-02-28
07. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 명지대학교 환경에너지공학과, 2024-01-19
06. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 지구환경과학부, 2023-05-25
05. 송환진, Characteristics of warm-type heavy rainfall over Korea and their implications, 경북대학교 자연과학대학, 2022-12-13
04. 김박사, 노순영, 송환진, 수치예보모델 신경망 복사 에뮬레이터의 하이퍼파라미터 자동 최적화 실험, GeoAI데이터학회 추계학술대회, 2022-11-15~18
03. 송환진, Recent advances in radiative transfer emulator in WRF model, KMA-NOAA AI workshop, 2022-10-19~21
02. 송환진, 수치예보모델의 복사물리과정 에뮬레이터 개발, 제주대학교 자연과학대학, 2022-09-29
01. 송환진, 한반도 온난형 호우의 특성 및 이에 대한 시사점, 공주대학교 대기과학과, 2022-09-22
Award
13. 2022-07-07, 국립기상과학원 2022년도 상반기 최우수학술상
12. 2021-12-20, 국립기상과학원 2021년도 하반기 우수학술상
11. 2021-12-20, 국립기상과학원 2021년도 하반기 최우수학술상
10. 2021-11-29, 기초연구연합회, 2021년 기초성과 대표사례 4건 선정 (위성관측 및 수치모델을 이용한 한반도 집중호우 구조 규명)
09. 2021-12-17, 행정안전부 2021년 데이터기반행정 활성화 유공 장관표창
08. 2020-12-08, 국립기상과학원 2020년도 하반기 최우수학술상
07. 2020-10-28, 한국기상학회 2020년 젊은대기과학자상
06. 2020-07-13, 국립기상과학원 2020년도 상반기 우수학술상
05. 2020-01-02, 국립기상과학원 2019년도 업무유공 표창
04. 2020-01-02, 국립기상과학원 2019년도 하반기 우수학술상
03. 2015-10-12, 한국기상학회 2015년 최우수학위논문상
02. 2015-08-28, 서울대학교 자연과학대학 2015년도 1학기 최우수 박사학위 논문상
01. 2014-07-16, GEWEX & WCRP 7th International Scientific Conference on the Global Water and Energy Cycle (Netherlands) 우수 발표상